Abstract Background Identification and characterization of new traits with sound physiological foundation is essential for crop breeding and production management. Deep learning has been widely used in image data analysis to explore spatial and temporal information on crop growth and development. thus strengthening the power of identification of physiological traits. Taking the advant... https://www.roneverhart.com/Rawlings-34-Maple-Fungo-Bat-MLF6/